Pith Number

pith:7UGUEGW6

pith:2023:7UGUEGW6DNDWQXDQKFEYNDWHB4

not attested not anchored not stored refs pending

A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4

Katikapalli Subramanyam Kalyan

arxiv:2310.12321 v1 · 2023-10-04 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7UGUEGW6DNDWQXDQKFEYNDWHB4}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

More Yap Less Meaning: Uncovering Self-Improvement Behavior in SLMs

A Readiness-Driven Runtime for Pipeline-Parallel Training under Runtime Variability

Litmus (Re)Agent: A Benchmark and Agentic System for Predictive Evaluation of Multilingual Models

Receipt and verification

First computed	2026-07-05T07:02:36.359758Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd0d421ade1b47685c705149868ec70f02ede8825584b35e679dcb81d717e4b4

Aliases

arxiv: 2310.12321 · arxiv_version: 2310.12321v1 · doi: 10.48550/arxiv.2310.12321 · pith_short_12: 7UGUEGW6DNDW · pith_short_16: 7UGUEGW6DNDWQXDQ · pith_short_8: 7UGUEGW6

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/7UGUEGW6DNDWQXDQKFEYNDWHB4 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: fd0d421ade1b47685c705149868ec70f02ede8825584b35e679dcb81d717e4b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60a8073b673a265437e034dd8af76db727987b1c2da0b67c431a9c469417652d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-04T16:37:05Z",
    "title_canon_sha256": "744d844f8bfb5080af40f78aa64d840ff45f2f46e9bdfa548df3026b45387bc0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12321",
    "kind": "arxiv",
    "version": 1
  }
}